job-analyzer

Analyze job descriptions against a career profile to produce a match score and gaps.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/alan-w25/job-search-agent --skill job-analyzer-alan-w25
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-analyzer
Source: https://github.com/alan-w25/job-search-agent/tree/main/job-search-agent/skills/job-analyzer
Command: npx skills add https://github.com/alan-w25/job-search-agent --skill job-analyzer-alan-w25

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Parse job descriptions with precision, score match against the user's career profile, and surface insights that generic AI analysis misses — especially the hidden signals baked into JD language that reveal what a company actually wants vs. what they wrote down.

Core Features & Use Cases

  • JD decoding: Read and interpret the real intent behind the listed requirements and responsibilities.
  • Match scoring: Compare JD needs to the career profile to produce a prioritized match score and actionable gaps.
  • Research & insights: Apply the deep-research validation approach to surface red/green flags and negotiation intel.
  • Use Case: Paste a JD to see how it maps to your profile, where to upskill, and what to emphasize in applications.
  • Output guidance: Generate a concise plan for resume tailoring, interview prep, and outreach.

Quick Start

Paste a JD into chat and let the skill return a match score with gaps and recommended next steps.

Frequently Asked Questions about job-analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a job description against my career profile for a match score?

A job description analysis decodes the real intent behind listed requirements, compares them to your career profile, and surfaces hidden language signals to reveal what a company actually wants versus what they wrote down, providing a prioritized match score and actionable gaps.

Can I use job description matching to find skill gaps and prepare for interviews?

Yes, job description matching compares JD needs to your past experience and domain knowledge to surface specific skill gaps, generating output guidance for resume tailoring, interview prep, and outreach to close those gaps before applying.

What is the best way to decode hidden culture signals in a job description?

Decoding hidden culture signals in a job description involves applying deep-research validation to the JD language to assess culture signals, surfacing red and green flags alongside negotiation intel that generic AI analysis typically misses.

Does the job match score evaluation require any specific resume file format?

No specific resume file format is required. The skill analyzes the job description against the career profile you provide in chat, returning a structured analysis with a match score and gaps suitable for the downstream agent to load into context.

What are the limitations of using AI for career profile gap analysis?

A limitation of AI gap analysis is that it relies strictly on the accuracy of the provided career profile and the pasted job description text, meaning it cannot automatically pull external company data or verify requirements beyond the explicit JD language provided.